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A5c AI/Design Review Gate — measured AI agent skill | DecimalAI

a5c-ai/design-review-gate

SkillScore36Maintained

Parallel design review by 6 specialist agents (PM, Architect, Designer, Security Design, UX, CTO) with mandatory unanimous approval.

by a5c-ai

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Design & UX Review pack

decimalai skills pull a5c-ai-design-review-gate

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/a5c-ai-design-review-gate/SKILL.md

Raw file: /s/a5c-ai-design-review-gate/SKILL.md ↗ · machine-readable summary at /s/a5c-ai-design-review-gate.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 9d ago

Yes — +36% lift-27% tokens0% turns36% of whole cases pass with skill (8/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	121%	0%
case-02	✗→✓	▲ Improved	76%	0%
case-06	✗→✓	▲ Improved	-44%	0%
case-07	✗→✓	▲ Improved	-39%	0%
case-14	✗→✓	▲ Improved	-41%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 7/31/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

a5c-ai / babysitter

library/methodologies/metaswarm/skills/design-review-gate/SKILL.md

View on GitHub ↗

License MITImported 7/31/2026Version v1

Skill contents

SKILL.md

When validating a new feature design
When introducing new architectural patterns

Process

Run 6 reviews in parallel: PM, Architect, Designer, Security Design, UX, CTO
All 6 must approve (unanimous)
If any reject, consolidate findings and iterate
Max 3 iterations before escalating to human

Reviewers

| Agent | Focus | |-------|-------| | Product Manager | Use cases, user benefits, scope alignment | | Architect | Architectural fit, patterns, technical debt | | Designer | UX/API design, developer experience | | Security Design | Threat modeling, OWASP Top 10 | | UX Reviewer | Usability, accessibility, user flows | | CTO | TDD readiness, codebase alignment, risk |

Tool Use

Invoke via babysitter process: methodologies/metaswarm/metaswarm-design-review

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Other measured skills in the registry, with their headline benchmark lift.